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Achievement: Pair ExtraordinaireAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Shark

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MXNXV/README.md

👋 Hello, World! I'm Manav Mandal 🚀

Coding

🧠 Data Wizard | Computer Vision Conjurer | Cloud Sorcerer

Welcome to my digital playground! I'm on a mission to transform data into insights, one algorithm at a time. Think of me as a data scientist who doesn't just crunch numbers - I make them dance! 💃📊

🎓 Academic Spell Book

  • Master of Data Science at Indiana University 📜 (Casting spells with a 3.8/4.0 GPA)
  • Bachelor of Computer Engineering from University of Pune 🖥️ (Graduated with a magical 9.16/10 GPA)

🛠️ My Tech Superpowers

  • Languages: Python (my primary wand) 🐍, R, SQL, MATLAB
  • Machine Learning Incantations:
    • Supervised Learning ✨
    • Deep Learning 🧠
    • Natural Language Processing 💬
  • Cloud Realms: Google Cloud Platform, Microsoft Azure (Where data dreams come true) ☁️

🚀 Epic Quests (aka Projects)

🎵 Music Genre Classification

  • Built a multi-modal deep learning model that classifies music genres
  • Improved accuracy by 10% (Because why settle for average?)
  • Reduced training time by 20% (Efficiency is my middle name)

💉 Vaccine Sentiment Analysis

  • Decoded 600+ Reddit comments using NLP magic
  • 85% accuracy in sentiment classification
  • Uncovered public discourse themes faster than you can say "data insights"

🏆 Notable Achievements

  • Reduced model overfitting by 25% (Take that, overfitting!)
  • Created Dialogflow bots that cut query resolution time by 40%
  • Led workshops training 150+ students in data science and cloud technologies

📊 Currently Exploring

  • 🔬 Computer Vision research at Indiana University School of Optometry
  • 🧩 Pushing the boundaries of 3D scene reconstruction
  • 🤖 Making machines see the world like humans do (but better)

🤝 Let's Connect!

Fun Fact: I turn complex data into simple stories, and complicated problems into elegant solutions! 🌟

Coding Wizard

Disclaimer: May cause spontaneous insights and uncontrollable data enthusiasm 📈✨

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  1. YvanYin/Metric3D YvanYin/Metric3D Public

    The repo for "Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image" and "Metric3Dv2: A Versatile Monocular Geometric Foundation Model..."

    Python 2.1k 159

  2. Mask-RCNN Mask-RCNN Public

    This is an implementation of [Mask R-CNN](https://arxiv.org/abs/1703.06870) on Python 3, Keras, and TensorFlow. The model is used to detect masks in a given image and if suitable insert another ima…

    Python

  3. Music_Genre_Classification Music_Genre_Classification Public

    How can a multi-modal deep learning approach combining audio and lyrical features improve the accuracy of automated music genre classification compared to single-modality methods?

    Python

  4. Krishna Krishna Public

    This project creates a web-based chatbot that answers questions as Lord Krishna, strictly referring to the Bhagavad Gita and other sacred texts. The chatbot provides wisdom and guidance in the voic…

    JavaScript

  5. servicewow servicewow Public

    service WOW

    JavaScript

  6. Rock-classification Rock-classification Public

    This project explores different classification methods on a Rock dataset where you we use 19 different rock features to predict the rock category.

    Jupyter Notebook